guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
☆90Updated 6 years ago
Alternatives and similar repositories for GloVe-as-a-TensorFlow-Embedding-Layer:
Users that are interested in GloVe-as-a-TensorFlow-Embedding-Layer are comparing it to the libraries listed below
- Interpretable Models for NLP using PyTorch☆104Updated 7 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago
- Keras implementation of CoVe☆50Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Benchmarking text classification algorithms☆64Updated 7 years ago
- Keras implementation of Character-level CNN for Text Classification☆59Updated 6 years ago
- An original implementation of ACL 2017, "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"☆58Updated 7 years ago
- The notes for Math, Machine Learning, Deep Learning and Research papers.☆52Updated 5 years ago
- Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch☆88Updated 5 years ago
- A project on achieving Named-Entity Recognition using Deep Learning.☆25Updated 6 years ago
- PyTorch deep learning models for text processing☆176Updated 5 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆147Updated 6 years ago
- Implementation of Very Deep Convolutional Neural Network for Text Classification☆170Updated 2 years ago
- An implementation of Hierchical Attention Networks for Document Classification in Keras.☆46Updated 4 years ago
- Code for my blog post☆49Updated 6 years ago
- System that participated in Semeval 2014 task 4: Aspect Based Sentiment Analysis☆56Updated 10 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 6 years ago
- A Deep Generative Framework for Paraphrase Generation Implementaion☆75Updated 7 years ago
- ☆125Updated 7 years ago
- Variational Auto-Encoder for Dialogue Generation Models & Experiments☆35Updated 7 years ago
- A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep lea…☆214Updated 7 years ago
- Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.☆120Updated 6 years ago
- Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)☆122Updated last year
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆75Updated 6 years ago
- SideNet: Neural Extractive Summarization with Side Information